Status: Active research
Privacy-Preserving AI
Data minimisation, sensitive-data detection and redaction, controlled model access, data residency and residual-risk evaluation.
Scope
Research into pipelines that detect and transform sensitive data before it reaches a model, keep data within a residency boundary, and evaluate the residual risk that remains after redaction.
Programmes in this area
- Status: Active researchPrivacy-Preserving AI Pipelines
Sensitive-data detection, redaction and transformation with data-residency controls and residual-risk evaluation before controlled model access.